Join Army or finish up college?

Getting a scholarship is a perfectly legitimate reason to leave the DEP program. Don't worry about it. If you do get the scholarship, let your recruiter know as soon as possible. What you don't want to do is just not show up on your ship out day. That would be unprofessional and would leave your recruiter in the lurch.